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Please note that we are currently assuming that all channels from the same ASIC use the same dt calibration, | Please note that we are currently assuming that all channels from the same ASIC use the same dt calibration, | ||
- | ==== Current Best Calibration Procedure ==== | + | ==== (My) Current Best Calibration Procedure ==== |
+ | |||
+ | * Data points are assumed to lie on a uniform grid with nominal sampling rate (2.7135 GSPS). | ||
+ | * All region-of-interest waveforms (sets of 4 windows) are aligned based on the first window. | ||
+ | * Adjust all waveform times by the FTSW TDC measurement. | ||
+ | * Timing for fixed amplitude pulser data is obtained with the function FindTDCAndADC(). | ||
+ | * No interpolation is applied to data. | ||
+ | * Find the maximum waveform point and its corresponding ADC value with FindMax(). | ||
+ | * Collect data on the maximum pulse height as a function of the sample where the maximum was found. | ||
+ | * Use the above as a calibration to normalize pulse heights across all samples. | ||
+ | * Repeat all above steps with the calibration applied, then... | ||
+ | * Search backwards from the maximum for a fixed threshold using FindThresholdTime(). | ||
+ | * Collect data on extracted timing versus sample number where the threshold edge was found. | ||
+ | * Any structure in the above plot is indicative of the timing calibration sample-to-sample. | ||
+ | |||
+ | ==== (My) Current Best MCP-PMT Timing Procedure ==== | ||
+ | |||
+ | * Do the alignment for first_window/ | ||
+ | * Do the alignment for FTSW TDC value as above. | ||
+ | * Adjust each sample point time by the values obtained from the procedure above. | ||
+ | * Do NOT apply the amplitude corrections from above, as they' | ||
+ | * Apply a cubic spline to place the points back onto a uniform grid at the nominal sampling rate. This is handled by InterpolateToUniformGrid(). | ||
+ | * Apply a simple IIR-style RC integrator with time constant of 5 times the nominal sampling rate. This is handled by RCIntegrator(). | ||
+ | * Find the pulse maximum with FindMax(). | ||
+ | * Measure the baseline from the sample 50 before the max to the sample 15 before the max. Truncate as necessary for the beginning of the ROI. This is done with MeasureBaseline(). | ||
+ | * Subtract off this baseline from all samples. | ||
+ | * Fit the leading edge of the pulse from 12 samples before the maximum to 6 samples before the maximum to obtain the timing. | ||
- | ==== Current Best MCP-PMT Timing Procedure ==== | ||
===== Produce Feature Extracted ROOT Trees ===== | ===== Produce Feature Extracted ROOT Trees ===== | ||